{"id":"W3198563254","doi":"10.1080/00450618.2020.1865457","title":"They are not destined to fail: a systematic examination of scores on embedded performance validity indicators in patients with intellectual disability","year":2021,"lang":"en","type":"article","venue":"Australian Journal of Forensic Sciences","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Neuropsychology; Intellectual disability; Psychology; Clinical psychology; Neuropsychological assessment; Audiology; Medicine; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004541183,0.00030888,0.0008412059,0.002973132,0.0004089253,0.0009428657,0.0004278054,0.00057796,0.000303712],"category_scores_gemma":[0.01988914,0.0002956931,0.0005994147,0.001595151,0.000699061,0.001310326,0.001244996,0.000453381,0.0001128343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234479,"about_ca_system_score_gemma":0.0005740673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205437,"about_ca_topic_score_gemma":0.002509362,"domain_scores_codex":[0.9975006,0.0007511916,0.0008056759,0.0002731946,0.0005254807,0.0001439364],"domain_scores_gemma":[0.9895573,0.003992571,0.004774341,0.0005253301,0.000847356,0.0003030148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006913226,0.00001947476,0.9950577,0.00005057771,0.00005810183,0.00007842846,0.0004026207,0.00001356522,0.0000660549,0.00001292229,0.00003101064,0.004140527],"study_design_scores_gemma":[0.000009096567,0.0002424335,0.9974601,0.00008940609,0.00006610637,0.0006745931,0.0009890861,0.000129374,0.00008054245,0.00005093807,0.0001983257,0.0000100119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998705,0.0008405998,0.00007695565,0.0000311854,0.000004719764,0.00002220814,0.00008213061,0.000001753535,0.0002353316],"genre_scores_gemma":[0.9994069,0.0002636634,0.0001467989,0.0000172092,0.000005162608,0.00001635719,0.0001159218,0.000001182392,0.00002677975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004541183,"threshold_uncertainty_score":0.02401638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156078381983976,"score_gpt":0.3398682210256464,"score_spread":0.2242603828272488,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}